foundational-datasets

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MrGiovanni / SuPreM

[ICLR 2024 oral; top 1.2%] Supervised Pre-Trained 3D Models for Medical Image Analysis (9,262 CT volumes + 25 annotated classes)

dataset medical-imaging supervised-learning segmentation transfer-learning representation-learning ct 3d-segmentation pre-trained-model monai nnunet foundation-models organ-segmentation abdomen foundational-datasets

Updated Aug 25, 2026
Python

cantinilab / scPRINT

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🏃 The go-to single-cell Foundation Model

open-source ai embeddings rnaseq sprint zero-shot-learning denoising single-cell-rna-seq cell-biology batch-correction gene-regulatory-network celltype-annotation foundation-models large-language-models llms large-cell-models zero-imputation foundational-datasets

Updated Aug 11, 2026
Jupyter Notebook

soilqualitylab / soilqualitylab.github.io

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Curated Portfolio For A 100-Module Graduate Curriculum in ML/AI Ops Engineering Development of Soil Quality Laboratory Foundation Models Using A Set Of 100 Foundational Model Concepts

computational-biology computational-chemistry computational-physics microbiome carbon biophysics computational-biophysics computational-ecology sequestration foundation-models foundational-datasets

Updated Aug 26, 2025
HTML

Naman-Choudhary-AI-ML / pregenerating-pde

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Difficulty-mixed PDE datasets and baselines enabling 8.9× cheaper training for neural PDE solvers

machine-learning deep-learning machine-learning-algorithms pde-solver scientific-machine-learning foundational-datasets neuraloperator

Updated May 8, 2026
C++

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